PDF the challenges of building machine learning tools for the masses PDF



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[PDF] Hidden Technical Debt in Machine Learning Systems - NIPS

Abstract Machine learning offers a fantastically powerful toolkit for building useful com- The challenges of building machine learning tools for the masses
hidden technical debt in machine learning systems


[PDF] Data Driven Computing and Machine Learning in Engineering

A Review in Recent Development of 5 Axis CNC Milling Machine Tool Operations Mohsen Sooriand Mohammed Machine learning in the engineering crack identification problems soil mass-ground adjacent building system Frontiers of 
Data Driven Computing and Machine Learning in Engineering


[PDF] AI FOR THE MASSES - Blue Prism

the field of artificial intelligence (AI), such as computer vision, machine more complex problems willing to place bets on AI tools vs building their own
AI for the Masses White Paper by Blue Prism Axis Group Oct



Software Engineering Challenges of Deep Learning

Oct 29 2018 Data dependencies have been found to build similar debt as code dependencies. Few tools currently exist for evaluating and analyzing data ...



5656-hidden-technical-debt-in-machine-learning-systems.pdf

Machine learning offers a fantastically powerful toolkit for building useful com- The challenges of building machine learning tools for the masses.



Grounding interactive machine learning tool design in how non

Emerging research addresses this issue by creating ML tools that are easy and accessible to people who are not formally trained in. ML (“non-experts”). This 



Power to the People: The Role of Humans in Interactive Machine

has been made thus far we discuss some of the challenges we face in moving the field forward. Introduction. Machine learning is a powerful tool for 



Driving impact at scale from automation and AI

Notes from the AI frontier: Applications and value of deep learning. On the people front much of the construction and optimization of deep neural networks 



Opportunities and Challenges of New Technologies for AML/CFT

Creating an enabling environment for the use of new technologies in AI and machine learning tools or solutions can also generate more accurate.



There Are No Colorblind Models in a Colorful World: How to

People Analytics Tool to Build Equitable Workplaces. Artificial intelligence and machine learning are revolutionizing the practice of HR management.



Building Machines That Learn and Think Like People

Mar 15 2016 Here we present two challenge problems for machine learning and AI: learning simple visual concepts. (Lake



workforce-of-the-future-the-competing-forces-shaping-2030-pwc.pdf

Together we build tailored people and organisation solutions with a deep HR challenges – at a time when business leaders are already wrestling with ...



Deep learning neural network tools for proteomics

Mass-spectrometry-based proteomics enables quantitative analysis of thousands of human proteins. How- ever experimental and computational challenges 

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